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Re:Transfer learning in low-data environments with FloydHub,... by jessestcharles on Tuesday December 11, 2018 @03:15PM (#18658484)
I think in this case the alignment between unlabeled domain data and the language task supports a convergence in language task performance. One argument to continue to prefer the ULM+domain model is that it is likely more generally capable if you remain in same domain but switch to a task that is less directly related to your unlabeled data. I haven’t seen any research that directly speaks to that intuition so it’s a good area for further study.

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